Deep Generative Models For Integrative Analysis Of Alzheimer S Biomarkers
DOWNLOAD
Download Deep Generative Models For Integrative Analysis Of Alzheimer S Biomarkers PDF/ePub or read online books in Mobi eBooks. Click Download or Read Online button to get Deep Generative Models For Integrative Analysis Of Alzheimer S Biomarkers book now. This website allows unlimited access to, at the time of writing, more than 1.5 million titles, including hundreds of thousands of titles in various foreign languages. If the content not found or just blank you must refresh this page
Deep Generative Models For Integrative Analysis Of Alzheimer S Biomarkers
DOWNLOAD
Author : Kumar, Abhishek
language : en
Publisher: IGI Global
Release Date : 2024-11-01
Deep Generative Models For Integrative Analysis Of Alzheimer S Biomarkers written by Kumar, Abhishek and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-01 with Medical categories.
The integration of generative AI and deep learning techniques for Alzheimer's disease detection significantly impacts the research community by advancing diagnostic accuracy and providing a comprehensive understanding of the disease. By combining multiple data modalities, including imaging, genetics, and clinical data, researchers can improve diagnostic precision and develop personalized treatment strategies. Generative AI facilitates efficient data utilization through dataset augmentation, fostering innovation and collaboration across interdisciplinary fields. These methodologies forward the exploration of new diagnostic tools while expediting their application in clinical practice, benefiting patients through early detection and intervention. The incorporation of generative AI may enhance research capabilities, promote collaboration, and improve Alzheimer's disease management and patient outcomes. Deep Generative Models for Integrative Analysis of Alzheimer's Biomarkers explores the integration of deep generative models in disease diagnosis, biomarking, and prediction. It examines the use of tools like data analysis, natural language processing, and machine learning for effective Alzheimer’s research. This book covers topics such as data analysis, biomedicine, and machine learning, and is a useful resource for computer engineers, biologists, scientists, medical professionals, healthcare workers, academicians, and researchers.
Pattern Recognition
DOWNLOAD
Author : Adrián Pastor López-Monroy
language : en
Publisher: Springer Nature
Release Date : 2025-07-26
Pattern Recognition written by Adrián Pastor López-Monroy and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-26 with Computers categories.
This book constitutes the proceedings of the 17th Mexican Conference on Pattern Recognition, MCPR 2025, held in Guanajuato, Mexico, during June 25–28, 2025. The 36 full papers presented in this volume were carefully reviewed and selected from 70 submissions. They are grouped into the following topics: Pattern Recognition and Machine Learning Techniques; Language Processing and Recognition; Computer Vision; Medical Applications of Pattern Recognition; Reinforcement Learning; Deep Learning and Neural Networks.
Machine Learning For Neurodegenerative Disorders
DOWNLOAD
Author : Biswajit Jena
language : en
Publisher: CRC Press
Release Date : 2025-03-31
Machine Learning For Neurodegenerative Disorders written by Biswajit Jena and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-31 with Science categories.
This book explores the application of machine learning to the understanding, early diagnosis, and management of neurodegenerative disorders. With a specific focus on its role in ongoing clinical trials, the book covers essential topics such as data collection, pre-processing, feature extraction, model development, and validation techniques. It delves into the applications of neuroimaging techniques like magnetic resonance imaging (MRI), computed tomography (CT), and positron emission tomography (PET) in the diagnosis and understanding of neurodegenerative disorders. Additionally, the book examines various machine-learning algorithms employed for biomarker discovery in neurodegenerative disorders. It highlights the role of neuroinformatics and big data analysis in advancing the understanding and management of neurodegenerative disorders. Furthermore, the book reviews future prospects and presents the ethical considerations and regulatory challenges associated with implementing machine learning approaches in the diagnosis, treatment, and prevention of neurodegenerative disorders. This comprehensive resource is intended for neuroscientists, students, researchers, and neurologists to understand the emerging scope of machine learning in neurodegenerative disorders.
Translational Applications Of Neuroimaging
DOWNLOAD
Author : Stavros Skouras
language : en
Publisher: Frontiers Media SA
Release Date : 2024-04-04
Translational Applications Of Neuroimaging written by Stavros Skouras and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-04-04 with Science categories.
Despite substantial progress in the development of neuroimaging methodologies, translational applications of neuroimaging remain scarce. This Research Topic invites article submissions that present promising neuroimaging applications and methods addressing critical needs for improving health outcomes. These may include Original Research, Clinical Trial, Systematic Review or Methods articles that investigate neuroimaging metrics as outcome measures or in combination with neural perturbation techniques (e.g., neurofeedback, neurostimulation), other translational applications (e.g., guiding neurosurgery). To foster debate, we also welcome critical Review, Opinion, and Perspective articles that survey the field and its progress towards clinical utility.
Advances In Genomics
DOWNLOAD
Author : Vijai Singh
language : en
Publisher: Springer Nature
Release Date : 2024-07-31
Advances In Genomics written by Vijai Singh and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-07-31 with Science categories.
This book provides a comprehensive overview of genomics and its diverse applications. Chapters cover genomics data generation methods, computational tools, gene annotation, transcriptomics, DNA barcoding, next-generation sequencing, functional genomics, metagenomics, synthetic genomics, microarray analysis, nutrigenomics, genome editing, and more. This book offers a valuable source of information for not only beginners in genomics, but also for students, researchers, scientists, clinicians, practitioners, policymakers, and stakeholders who are interested in harnessing the potential of genomics in many areas.
Pattern Recognition And Computer Vision
DOWNLOAD
Author : Shiqi Yu
language : en
Publisher: Springer Nature
Release Date : 2022-10-27
Pattern Recognition And Computer Vision written by Shiqi Yu and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-10-27 with Computers categories.
The 4-volume set LNCS 13534, 13535, 13536 and 13537 constitutes the refereed proceedings of the 5th Chinese Conference on Pattern Recognition and Computer Vision, PRCV 2022, held in Shenzhen, China, in November 2022. The 233 full papers presented were carefully reviewed and selected from 564 submissions. The papers have been organized in the following topical sections: Theories and Feature Extraction; Machine learning, Multimedia and Multimodal; Optimization and Neural Network and Deep Learning; Biomedical Image Processing and Analysis; Pattern Classification and Clustering; 3D Computer Vision and Reconstruction, Robots and Autonomous Driving; Recognition, Remote Sensing; Vision Analysis and Understanding; Image Processing and Low-level Vision; Object Detection, Segmentation and Tracking.
Ai Driven Alzheimer S Disease Detection And Prediction
DOWNLOAD
Author : Lilhore, Umesh Kumar
language : en
Publisher: IGI Global
Release Date : 2024-08-09
Ai Driven Alzheimer S Disease Detection And Prediction written by Lilhore, Umesh Kumar and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-08-09 with Medical categories.
Alzheimer's disease (AD) poses a significant global health challenge, with an estimated 50 million people affected worldwide and no known cure. Traditional methods of diagnosis and prediction often rely on subjective assessments. They are limited in detecting the disease early, leading to delayed intervention and poorer patient outcomes. Additionally, the complexity of AD, with its multifactorial etiology and diverse clinical manifestations, requires a multidisciplinary approach for effective management. AI-Driven Alzheimer's Disease Detection and Prediction offers a groundbreaking solution by leveraging advanced artificial intelligence (AI) techniques to enhance early diagnosis and prediction of AD. This edited book provides a comprehensive overview of state-of-the-art research, methodologies, and applications at the intersection of AI and AD detection. By bridging the gap between traditional diagnostic methods and cutting-edge technology, this book facilitates knowledge exchange, fosters interdisciplinary collaboration, and contributes to innovative solutions for AD management.
Machine Learning Based Methods For Rna Data Analysis
DOWNLOAD
Author : Lihong Peng
language : en
Publisher: Frontiers Media SA
Release Date : 2022-06-16
Machine Learning Based Methods For Rna Data Analysis written by Lihong Peng and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-06-16 with Science categories.
Business Challenges And Opportunities In The Era Of Industry 5 0
DOWNLOAD
Author : Simon Grima
language : en
Publisher: Emerald Group Publishing
Release Date : 2025-02-14
Business Challenges And Opportunities In The Era Of Industry 5 0 written by Simon Grima and has been published by Emerald Group Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-14 with Business & Economics categories.
Industry 5.0, also known as the fifth industrial revolution, is characterised by advanced technologies such as artificial intelligence, the Internet of Things (IoT), and robotics in manufacturing and other industries. The use of innovative technologies in Industry 5.0 can bring several benefits to companies and the industrial sector, including increased efficiency and productivity, improved product quality, and the ability to create new products and services. In addition, these technologies help businesses to reduce their environmental impact and operate more sustainably. Business Challenges and Opportunities in the Era of Industry 5.0 discusses the development and current technologies within Industry 5.0 and how these apply to various disciplines and sectors such as education, health, finance, production, automotive and construction. This book delves into various Industry 5.0 technologies and how these can improve production and give businesses a competitive edge to remain relevant in a rapidly changing business landscape.The ESFIRM series collects quantitative and qualitative studies in areas relating to finance insurance and risk management. Subjects of interest may include banking, accounting, auditing, compliance, sustainability, behaviour management, and business economics. In the disruption of political upheaval new technologies, climate change and new regulations, it is more important than ever to understand risk in the financial industry. Providing high quality academic research, this book series provides a platform for authors to explore analyse and discuss current and new financial models and theories and engage with innovative research on an international scale.
Translational Advances In Alzheimer S Parkinson S And Other Neurodegenerative Dementias
DOWNLOAD
Author : Jiehui Jiang
language : en
Publisher: Frontiers Media SA
Release Date : 2022-07-05
Translational Advances In Alzheimer S Parkinson S And Other Neurodegenerative Dementias written by Jiehui Jiang and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-07-05 with Science categories.